| 2026 | ACL | Language Models Struggle to Use Representations Learned In-Context. | Michael A. Lepori, Tal Linzen, Ann Yuan, Katja Filippova |
| 2023 | EMNLP | Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets. | Irina Bejan, Artem Sokolov, Katja Filippova |
| 2023 | EMNLP | Dissecting Recall of Factual Associations in Auto-Regressive Language Models. | Mor Geva, Jasmijn Bastings, Katja Filippova, Amir Globerson |
| 2022 | EMNLP | "Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification. | Jasmijn Bastings, Sebastian Ebert, Polina Zablotskaia, Anders Sandholm, Katja Filippova |
| 2021 | EACL | We Need To Talk About Random Splits. | Anders Sgaard, Sebastian Ebert, Jasmijn Bastings, Katja Filippova |
| 2021 | EMNLP | Controlling Machine Translation for Multiple Attributes with Additive Interventions. | Andrea Schioppa, David Vilar, Artem Sokolov, Katja Filippova |
| 2020 | EMNLP | Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data. | Katja Filippova |
| 2018 | CoNLL | Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! | Katharina Kann, Sascha Rothe, Katja Filippova |
| 2015 | EMNLP | Sentence Compression by Deletion with LSTMs. | Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, Lukasz Kaiser, Oriol Vinyals |
| 2015 | NAACL | Idest: Learning a Distributed Representation for Event Patterns. | Sebastian Krause, Enrique Alfonseca, Katja Filippova, Daniele Pighin |
| 2014 | ACL | Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization. | Daniele Pighin, Marco Cornolti, Enrique Alfonseca, Katja Filippova |
| 2014 | ACL | Opinion Mining on YouTube. | Aliaksei Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank, Katja Filippova |
| 2013 | EMNLP | Overcoming the Lack of Parallel Data in Sentence Compression. | Katja Filippova, Yasemin Altun |
| 2012 | ACL | Pattern Learning for Relation Extraction with a Hierarchical Topic Model. | Enrique Alfonseca, Katja Filippova, Jean-Yves Delort, Guillermo Garrido |
| 2012 | EMNLP | User Demographics and Language in an Implicit Social Network. | Katja Filippova |
| 2011 | SIGIR | Improved video categorization from text metadata and user comments. | Katja Filippova, Keith B. Hall |
| 2010 | COLING | Multi-Sentence Compression: Finding Shortest Paths in Word Graphs. | Katja Filippova |
| 2009 | EACL | Company-Oriented Extractive Summarization of Financial News. | Katja Filippova, Mihai Surdeanu, Massimiliano Ciaramita, Hugo Zaragoza |
| 2009 | NAACL | Tree Linearization in English: Improving Language Model Based Approaches. | Katja Filippova, Michael Strube |
| 2008 | EMNLP | Sentence Fusion via Dependency Graph Compression. | Katja Filippova, Michael Strube |
| 2008 | INLG | Dependency Tree Based Sentence Compression. | Katja Filippova, Michael Strube |
| 2007 | ACL | Generating Constituent Order in German Clauses. | Katja Filippova, Michael Strube |
| 2006 | EMNLP | Using linguistically motivated features for paragraph boundary identification. | Katja Filippova, Michael Strube |